• Publications


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    358 entries « 1 of 8 »

    2017

    MILC: Inverted List Compression in Memory (Technical Report)

    Wang, Jianguo; Lin, Chunbin; He, Ruining; Chae, Moojin; Papakonstantinou, Yannis; Swanson, Steven

    2017.

    (BibTeX)

    KAML: A Flexible, High-Performance Key-Value SSD (Inproceeding)

    Jin, Yanqin; Tseng, Hung-Wei; Papakonstantinou, Yannis; Swanson, Steven

    2017 IEEE 23rd International Symposium on High Performance Computer Architecture (HPCA 2017), 2017.

    (BibTeX)

    SSD In-Storage Computing for Search Engines (Journal Article)

    Wang, Jianguo; Park, Dongchul; Papakonstantinou, Yannis; Swanson, Steven

    IEEE Transactions on Computers (TC), 2017.

    (BibTeX)

    Application View Maintenance: Optimizing Change Propagation in Mobile Applications (Technical Report)

    Zarifis, Konstantinos; Katsis, Yannis; Papakonstantinou, Yannis

    2017.

    (Links | BibTeX)

    Data Management in Machine Learning: Challenges, Techniques, and Systems (Inproceeding)

    Kumar, Arun; Boehm, Matthias; Yang, Jun

    Proceedings of the 2017 ACM SIGMOD International Conference on Management of Data, ACM, Chicago, Illinois, USA, 2017.

    (BibTeX)

    Differentially Private Stochastic Gradient Descent for in-RDBMS Analytics (Inproceeding)

    Wu, Xi; Li, Fengan; Kumar, Arun; Chaudhuri, Kamalika; Jha, Somesh; Naughton, Jeffrey

    Proceedings of the 2017 ACM SIGMOD International Conference on Management of Data, ACM, Chicago, Illinois, USA, 2017.

    (BibTeX)

    2016

    Fast In-Memory SQL Analytics on Typed Graphs (Conference)

    Lin, Chunbin; Mandel, Benjamin; Papakonstantinou, Yannis; Springer, Matthias

    PVLDB, 10 (3), 2016.

    (Links | BibTeX)

    Learning Over Joins (PhD Thesis)

    Kumar, Arun

    UW-Madison, 2016.

    (BibTeX)

    HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics (Conference)

    Li, Jing; Tseng, Hung-Wei; Lin, Chunbin; Papakonstantinou, Yannis; Swanson, Steven

    PVLDB, 9 (14), 2016.

    (Links | BibTeX)

    SSD in-storage computing for list intersection (Conference)

    Wang, Jianguo; Park, Dongchul; Kee, Yang-Suk; Papakonstantinou, Yannis; Swanson, Steven

    Proceedings of the 12th International Workshop on Data Management on New Hardware, DaMoN 2016, San Francisco, CA, USA, June 27, 2016, 2016.

    (Links | BibTeX)

    In-depth Survey of MVVM Web Application Frameworks (Technical Report)

    Zarifis, Konstantinos; Papakonstantinou, Yannis

    2016.

    (Links | BibTeX)

    To Join or Not to Join?: Thinking Twice About Joins Before Feature Selection (Conference)

    Kumar, Arun; Naughton, Jeffrey; Patel, Jignesh; Zhu, Xiaojin

    Proceedings of the 2016 International Conference on Management of Data, SIGMOD '16 ACM, San Francisco, California, USA, 2016, ISBN: 978-1-4503-3531-7.

    (Links | BibTeX)

    Model Selection Management Systems: The Next Frontier of Advanced Analytics (Journal Article)

    Kumar, Arun; McCann, Robert; Naughton, Jeffrey; Patel, Jignesh

    SIGMOD Rec., 44 (4), pp. 17–22, 2016, ISSN: 0163-5808.

    (Links | BibTeX)

    Verification of Hierarchical Artifact Systems (Conference)

    Deutsch, Alin; Li, Yuliang; Vianu, Victor

    PODS 2016, San Francisco, CA, USA, June 26 - July 01, 2016.

    (Links | BibTeX)

    Towards a Shared Ledger Business Collaboration Language Based on Data-Aware Processes (Conference)

    Hull, Richard; Batra, Vishal; Chen, Yi-Min; Deutsch, Alin; III, Fenno Terry Heath; Vianu, Victor

    Service-Oriented Computing - 14th International Conference, ICSOC 2016, Banff, AB, Canada, October 10-13, 2016.

    (Links | BibTeX)

    A Formal Study of Collaborative Access Control in Distributed Datalog (Conference)

    Abiteboul, Serge; Bourhis, Pierre; Vianu, Victor

    19th International Conference on Database Theory, ICDT 2016, Bordeaux, France, March 15-18, 2016.

    (Links | BibTeX)

    2015

    Combining Databases and Signal Processing in Plato (Conference)

    Katsis, Yannis; Freund, Yoav; Papakonstantinou, Yannis

    CIDR, 2015.

    (Links | BibTeX)

    Created Computed Universe (Journal Article)

    Papakonstantinou, Yannis

    Communications of the ACM 58 (6): 36-38, 2015.

    (Links | BibTeX)

    Utilizing IDs to Accelerate Incremental View Maintenance (Conference)

    Katsis, Yannis; Ong, Kian Win; Papakonstantinou, Yannis; Zhao, Kevin Keliang

    SIGMOD, 2015, (International Conference on Management of Data).

    (Links | BibTeX)

    Process-Centric Views of Data-Driven Business Artifacts (Conference)

    Koutsos, Adrien; Vianu, Victor

    ICDT, 2015, (International Conference on Database Theory).

    (Links | BibTeX)

    A Reduction of N1QL into SQL++ Core (Technical Report)

    Ong, Kian Win; Papakonstantinou, Yannis; Sangudi, Gerald

    2015.

    (Links | BibTeX)

    Demonstration of Santoku: Optimizing Machine Learning over Normalized Data (Conference)

    Kumar, Arun; Jalal, Mona; Yan, Boqun; Naughton, Jeffrey; Patel, Jignesh

    8 (12), VLDB Endowment, 2015, ISSN: 2150-8097.

    (Links | BibTeX)

    Learning Generalized Linear Models Over Normalized Data (Conference)

    Kumar, Arun; Naughton, Jeffrey; Patel, Jignesh

    Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, SIGMOD '15 ACM, Melbourne, Victoria, Australia, 2015, ISBN: 978-1-4503-2758-9.

    (Links | BibTeX)

    Highly Expressive Query Languages for Unordered Data Trees (Journal Article)

    Abiteboul, Serge; Bourhis, Pierre; Vianu, Victor

    Theory Comput. Syst., 57 (4), pp. 927–966, 2015.

    (Links | BibTeX)

    2014

    The SQL++ Unifying Semi-structured Query Language, and an Expressiveness Benchmark of SQL-on-Hadoop, NoSQL and NewSQL Databases (Technical Report)

    Ong, Kian Win; Papakonstantinou, Yannis; Vernoux, Romain

    2014.

    (Links | BibTeX)

    Automatic Verification of Database-Centric Systems (Miscellaneous)

    Deutsch, Alin; Hull, Richard; Vianu, Victor

    2014.

    (Links | BibTeX)

    FORWARD: Data-Centric UIs using Declarative Templates that Efficiently Wrap Third-Party JavaScript Components (Conference)

    Fu, Yupeng; Ong, Kian Win; Papakonstantinou, Yannis; Zamora, Erick

    VLDB Demo, 2014.

    (Links | BibTeX)

    Big Data and Its Technical Challenges (Journal Article)

    Jagadish, HV.; Gehrke, Johannes; Labrinidis, Alexandros; Papakonstantinou, Yannis; Patel, Jignesh; Ramakrishnan, Raghu; Shahabi, Cyrus

    Communications of the ACM 57(7): 86-94, 2014.

    (Links | BibTeX)

    Deduction with Contradictions in Datalog (Conference)

    Abiteboul, Serge; Deutch, Daniel; Vianu, Victor

    ICDT, 2014.

    (Links | BibTeX)

    Materialization Optimizations for Feature Selection Workloads (Conference)

    Zhang, Ce; Kumar, Arun; Re, Christopher

    Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data, SIGMOD '14 ACM, Snowbird, Utah, USA, 2014, ISBN: 978-1-4503-2376-5.

    (Links | BibTeX)

    2013

    Holistic Data Access Optimization for Analytics Reports (Technical Report)

    Fu, Yupeng; Ong, Kian Win; Papakonstantinou, Yannis; Vernoux, Romain

    2013.

    (Links | BibTeX)

    Declarative Ajax Web Applications through SQL++ on a Unified Application State (Conference)

    Fu, Yupeng; Ong, Kian Win; Papakonstantinou, Yannis

    DBPL, 2013, (Workshop on Database Programming Languages).

    (Links | BibTeX)

    Feature Selection in Enterprise Analytics: A Demonstration Using an R-based Data Analytics System (Conference)

    Konda, Pradap; Kumar, Arun; Re, Christopher; Sashikanth, Vaishnavi

    6 (12), VLDB Endowment, 2013, ISSN: 2150-8097.

    (Links | BibTeX)

    DELPHI: Data E-platform for personalized population health (Conference)

    Katsis, Yannis; Baru, Chaitanya; Chan, Ted; Dasgupta, Sanjoy; Farcas, Claudiu; Griswold, William; Huang, Jeannie; Ohno-Machado, Lucila; Papakonstantinou, Yannis; Raab, Fredric; Patrick, Kevin

    Healthcom, 2013.

    (BibTeX)

    Collaborative Data-Driven Workflows: Think Global, Act Local (Conference)

    Abiteboul, Serge; Vianu, Victor

    PODS, 2013.

    (Links | BibTeX)

    Distributed and Scalable PCA in the Cloud (Conference)

    Kumar, Arun; Karampatziakis, Nikos; Mineiro, Paul; Weimer, Markus; Narayanan, Vijay

    NIPS Workshop on Big Learning (BigLearn) 2013.

    (BibTeX)

    Hazy: Making It Easier to Build and Maintain Big-data Analytics (Journal Article)

    Kumar, Arun; Niu, Feng; Re, Christopher

    Queue, 11 (1), pp. 30:30–30:46, 2013, ISSN: 1542-7730.

    (Links | BibTeX)

    Brainwash: A Data System for Feature Engineering (Conference)

    Anderson, Michael; Antenucci, Dolan; Bittorf, Victor; Burgess, Matthew; Cafarella, Michael; Kumar, Arun; Niu, Feng; Park, Yongjoo; Ré, Christopher; Zhang, Ce

    Proceedings of the 2013 Conference on Innovative Data Systems Research, CIDR'13 2013.

    (BibTeX)

    On Reducing Delay in Mobile Data Collection Based Wireless Sensor Networks (Journal Article)

    Kumar, Arun; Sivalingam, Krishna; Kumar, Adithya

    Wirel. Netw., 19 (3), pp. 285–299, 2013, ISSN: 1022-0038.

    (Links | BibTeX)

    2012

    The MADlib Analytics Library: Or MAD Skills, the SQL (Journal Article)

    Hellerstein, Joseph; Re, Christopher; Schoppmann, Florian; Wang, Daisy Zhe; Fratkin, Eugene; Gorajek, Aleksander; Ng, Kee Siong; Welton, Caleb; Feng, Xixuan; Li, Kun; Kumar, Arun

    Proc. VLDB Endow., 5 (12), pp. 1700–1711, 2012, ISSN: 2150-8097.

    (Links | BibTeX)

    Artifact Systems with Data Dependencies and Arithmetic (Journal Article)

    Damaggio, Elio; Deutsch, Alin; Vianu, Victor

    TODS, 37 (2), 2012.

    (Links | BibTeX)

    Comparing Workflow Specification Languages: A Matter of Views (Journal Article)

    Abiteboul, Serge; Bourhis, Pierre; Vianu, Victor

    TODS, 37 (2), 2012.

    (Links | BibTeX)

    Mapping XML to a Wide Sparse Table (Conference)

    Chen, Liang Jeff; Bernstein, Philip

    ICDE, 2012, (International Conference on Data Engineering).

    (Links | BibTeX)

    Highly Expressive Query Languages for Unordered Data Trees (Conference)

    Abiteboul, Serge; Bourhis, Pierre; Vianu, Victor

    ICDT, 2012.

    (Links | BibTeX)

    Trajectory and Policy Aware Sender Anonymity in Location Based Services (Technical Report)

    Deutsch, Alin; Hull, Richard; Vyas, Avinash; Zhao, Kevin Keliang

    2012.

    (Links | BibTeX)

    Towards a Unified Architecture for in-RDBMS Analytics (Conference)

    Feng, Xixuan; Kumar, Arun; Recht, Benjamin; Re, Christopher

    Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data, SIGMOD '12 ACM, Scottsdale, Arizona, USA, 2012, ISBN: 978-1-4503-1247-9.

    (Links | BibTeX)

    2011

    Update Rewriting and Integrity Constraint Maintenance in a Schema Evolution Support System (Conference)

    Curino, Carlo; Moon, Hyun; Deutsch, Alin; Zaniolo, Carlo

    VLDB, 2011, (International Conference on Very Large Databases).

    (Links | BibTeX)

    Automatic Verification of Data-Centric Business Processes (Conference)

    Damaggio, Elio; Deutsch, Alin; Hull, Richard; Vianu, Victor

    BPM, Springer, 2011, (Business Process Management).

    (Links | BibTeX)

    Querying contract databases based on temporal behavior (Conference)

    Damaggio, Elio; Deutsch, Alin; Zhou, Dayou

    SIGMOD, ACM, 2011, (International Conference on Management of Data).

    (Links | BibTeX)

    Context-sensitive Ranking for Document Retrieval (Conference)

    Chen, Liang Jeff; Papakonstantinou, Yannis

    SIGMOD, 2011, (International Conference on Management of Data).

    (Links | BibTeX)

    358 entries « 1 of 8 »